Discrimination Analysis

Documentation

Label Responses
Discrim01a Discrimination due to gender Not at all|A little|Some|A lot
Discrim01b Discrimination due to race Not at all|A little|Some|A lot
Discrim01c Discrimination due to ethnicity Not at all|A little|Some|A lot
Discrim01d Discrimination due to income Not at all|A little|Some|A lot
Discrim01e Discrimination because of age Not at all|A little|Some|A lot
Discrim01f Discrimination because of religion Not at all|A little|Some|A lot
Discrim01g Discrimination due to appearance Not at all|A little|Some|A lot
Discrim01h Discrimination due to sexual orientation Not at all|A little|Some|A lot
Discrim01i Discrimination because of health status Not at all|A little|Some|A lot
Discrim01j Discrimination because of disability Not at all|A little|Some|A lot
Discrim02a Discrimination interfered with life Not at all|A little|Some|A lot
Discrim02b Life harder due to Discrimination? Not at all|A little|Some|A lot
Discrim03a Experienced gender discrim. at school? No|Yes
Discrim03b Experienced gender discrim. when getting No|Yes
Discrim03c Experienced gender discrim. at work No|Yes
Discrim03d Experienced gender discrim. at home No|Yes
Discrim03e When getting medical care exp. gender di No|Yes
Discrim04a Racial discrimination at school? No|Yes
Discrim04b Racial discrim. when getting job No|Yes
Discrim04c Racial discrim at work? No|Yes
Discrim04d Racial discrim when getting housing? No|Yes
Discrim04e Racial discrim when getting medical care No|Yes
Discrim04f Racial discrim from police/court? No|Yes
Discrim05a How often treated with less courtesy? Almost every day|At least once a week|Few times a month|Few times a year|Less than 1/year|Never
Discrim05b How often treated with less respect? Almost every day|At least once a week|Few times a month|Few times a year|Less than 1/year|Never
Discrim05c How often got worse service at stores? Almost every day|At least once a week|Few times a month|Few times a year|Less than 1/year|Never
Discrim05d How often people act like you are not sm Almost every day|At least once a week|Few times a month|Few times a year|Less than 1/year|Never
Discrim05e How often people act as afraid of you? Almost every day|At least once a week|Few times a month|Few times a year|Less than 1/year|Never
Discrim05f How often people act as you are dishones Almost every day|At least once a week|Few times a month|Few times a year|Less than 1/year|Never
Discrim05g How often people act as they are better Almost every day|At least once a week|Few times a month|Few times a year|Less than 1/year|Never
Discrim05h How often people insult you Almost every day|At least once a week|Few times a month|Few times a year|Less than 1/year|Never
Discrim05i How often people threaten/harass you Almost every day|At least once a week|Few times a month|Few times a year|Less than 1/year|Never
TotalDiscrim01 Sum of Discrim01a-01j
TotalDiscrim03 Sum of Discrim03a-03e
TotalDiscrim04 Sum of Discrim04a-04f
TotalDiscrim05R Sum of reverse scored Discrim05a-05i

Subgroup Totals

      White AfrAm Total
Women   606   775  1381
Men     472   606  1078
Total  1078  1381  2459

Linear Regressions



                             TotalDiscrim01                     Discrim02a                     Discrim02b                     TotalDiscrim04                     TotalDiscrim05R                    
                             coef           t     p             coef       t     p             coef       t     p             coef           t     p             coef            t     p            
 Age0                        0.02           0.83  0.4073        0          0.63  0.526         0          0.73  0.4633        0              -0.69 0.4904        -0.1            -1.55 0.1212       
 RaceAfrAm                   -0.95          -0.76 0.4465        -0.15      -0.76 0.4481        -0.27      -1.38 0.1674        -0.01          -0.04 0.9719        -1.89           -0.54 0.5916       
 PovStatBelow                0.17           0.13  0.8957        0.35       1.75  0.0803 .      0.43       2.17  0.03   *      0.38           1.05  0.2929        -7.34           -2.05 0.0407 *     
 SexMen                      0.67           0.54  0.5884        -0.2       -1.01 0.3149        -0.13      -0.68 0.4986        -0.01          -0.02 0.9853        4.36            1.24  0.2135       
 Age0:RaceAfrAm              0.06           2.24  0.0254 *      0.01       1.78  0.0753 .      0.01       2.78  0.0054 **     0.02           2.54  0.0111 *      -0.1            -1.45 0.1463       
 Age0:PovStatBelow           0              -0.11 0.9143        -0.01      -1.48 0.138         -0.01      -1.66 0.0977 .      0              -0.57 0.5721        0.13            1.81  0.071  .     
 Age0:SexMen                 -0.04          -1.51 0.1321        0          0.82  0.4104        0          0.3   0.7643        0              0.16  0.8768        -0.07           -0.96 0.335        
 RaceAfrAm:PovStatBelow      0.34           0.72  0.4709        0.11       1.49  0.1368        0.05       0.68  0.4946        0.03           0.24  0.81          -0.19           -0.14 0.8857       
 RaceAfrAm:SexMen            2.75           5.93  0      ***    0.4        5.55  0      ***    0.52       7.21  0      ***    0.89           6.72  0      ***    -7.32           -5.59 0      ***   
 PovStatBelow:SexMen         0.01           0.03  0.979         0.01       0.15  0.8784        -0.08      -1.11 0.2691        -0.16          -1.18 0.2391        0.91            0.68  0.4938       
 Number of Observations (df) 2373(2362)                         2398(2387)                     2395(2384)                     2392(2381)                         2393(2382)                         

plot of chunk unnamed-chunk-8

AfrAm: t(2448) = 3.26**, p-value = 0.001141491
White: t(2448) = 0.37, p-value = 0.7085418

plot of chunk unnamed-chunk-8

AfrAm: t(2448) = 2.18*, p-value = 0.02967005
White: t(2448) = 0.12, p-value = 0.9067951

plot of chunk unnamed-chunk-8

AfrAm: t(2387) = 1.07, p-value = 0.2845341
White: t(2387) = -1.01, p-value = 0.3148991

plot of chunk unnamed-chunk-8

AfrAm: t(2384) = 3.81***, p-value = 0.0001399501
White: t(2384) = 0.73, p-value = 0.4632597

plot of chunk unnamed-chunk-8

AfrAm: t(2384) = 2.02*, p-value = 0.0434918
White: t(2384) = -0.68, p-value = 0.4986054

plot of chunk unnamed-chunk-8

AfrAm: t(2381) = 2.1*, p-value = 0.03575109
White: t(2381) = -0.69, p-value = 0.4904368

plot of chunk unnamed-chunk-8

AfrAm: t(2381) = 2.5*, p-value = 0.01241984
White: t(2381) = -0.02, p-value = 0.9853374

plot of chunk unnamed-chunk-8

AfrAm: t(2382) = -0.85, p-value = 0.3971761
White: t(2382) = 1.24, p-value = 0.2135378


                               TotalDiscrim01                  Discrim02a                   Discrim02b                   TotalDiscrim04                  TotalDiscrim05R                  
                               coef           t     p          coef       t     p           coef       t     p           coef           t     p          coef            t     p          
 Age0                          0.02           0.53  0.5956     0          0.57  0.5675      0          0.13  0.9004      0              0.02  0.9803     -0.05           -0.57 0.5705     
 RaceAfrAm                     -0.67          -0.36 0.7201     -0.04      -0.15 0.8806      -0.29      -0.98 0.3277      0.4            0.74  0.4591     3.19            0.6   0.5478     
 PovStatBelow                  1.16           0.53  0.5954     -0.01      -0.01 0.9882      0.14       0.41  0.6812      0.56           0.91  0.3622     -2.56           -0.42 0.6771     
 SexMen                        -0.2           -0.1  0.919      0.12       0.37  0.7084      -0.19      -0.61 0.5442      0.42           0.76  0.4486     6.22            1.12  0.2632     
 Age0:RaceAfrAm                0.05           1.41  0.1581     0.01       0.91  0.3616      0.01       1.98  0.0473 *    0.01           0.9   0.3669     -0.21           -1.94 0.0529 .   
 Age0:PovStatBelow             -0.02          -0.39 0.6994     0          0.39  0.6961      0          0.09  0.9258      -0.01          -0.57 0.5695     0.03            0.2   0.842      
 RaceAfrAm:PovStatBelow        -1.99          -0.79 0.4299     0.58       1.45  0.1469      0.25       0.63  0.5305      -0.25          -0.35 0.7282     -9.16           -1.28 0.1991     
 Age0:SexMen                   -0.01          -0.35 0.7226     0          -0.4  0.6896      0          0.49  0.6257      -0.01          -0.65 0.5144     -0.11           -0.95 0.341      
 RaceAfrAm:SexMen              3.69           1.49  0.1374     -0.33      -0.84 0.4008      0.31       0.8   0.4258      0.12           0.18  0.8602     -11.45          -1.63 0.103      
 PovStatBelow:SexMen           0.14           0.06  0.9551     0.08       0.19  0.8458      0.21       0.53  0.596       -0.25          -0.35 0.7269     2.9             0.4   0.6875     
 Age0:RaceAfrAm:PovStatBelow   0.04           0.75  0.4513     -0.01      -1.45 0.147       -0.01      -0.73 0.4637      0              0.32  0.7466     0.19            1.32  0.1858     
 Age0:RaceAfrAm:SexMen         -0.03          -0.57 0.5662     0.01       1.74  0.0828 .    0          0.38  0.7072      0.01           1.05  0.2956     0.09            0.63  0.5284     
 Age0:PovStatBelow:SexMen      -0.02          -0.36 0.7201     0          -0.53 0.5982      -0.01      -1.09 0.2758      0              0.02  0.9828     -0.04           -0.25 0.8054     
 RaceAfrAm:PovStatBelow:SexMen 1.2            1.24  0.2168     0.22       1.46  0.1455      0.2        1.3   0.1945      0.14           0.5   0.6147     -0.4            -0.15 0.8844     
 Number of Observations (df)   2373(2358)                      2398(2383)                   2395(2380)                   2392(2377)                      2393(2378)                       

plot of chunk unnamed-chunk-8

AfrAm: t(2380) = 2.89**, p-value = 0.003881643
White: t(2380) = 0.13, p-value = 0.900425


                                    TotalDiscrim01                  Discrim02a                   Discrim02b                  TotalDiscrim04                  TotalDiscrim05R                  
                                    coef           t     p          coef       t     p           coef       t     p          coef           t     p          coef            t     p          
 Age0                               0.03           0.9   0.3679     0          0.83  0.4077      0          0.43  0.6686     0              -0.25 0.8015     -0.03           -0.39 0.6953     
 RaceAfrAm                          0.4            0.2   0.8434     0.08       0.24  0.81        -0.16      -0.49 0.6269     0.18           0.31  0.7559     4.37            0.76  0.4478     
 PovStatBelow                       2.78           1.12  0.2624     0.18       0.46  0.648       0.34       0.88  0.3813     0.24           0.34  0.7347     -0.78           -0.11 0.9119     
 SexMen                             1.01           0.47  0.6388     0.25       0.74  0.4571      -0.04      -0.11 0.9124     0.18           0.3   0.7678     7.55            1.24  0.2159     
 Age0:RaceAfrAm                     0.03           0.76  0.4473     0          0.45  0.6512      0.01       1.4   0.1621     0.01           1.21  0.2273     -0.23           -1.99 0.0469 *   
 Age0:PovStatBelow                  -0.05          -1    0.3152     0          -0.14 0.8901      0          -0.44 0.657      0              -0.03 0.9788     -0.01           -0.09 0.9317     
 RaceAfrAm:PovStatBelow             -4.72          -1.47 0.1424     0.27       0.53  0.5992      -0.09      -0.18 0.8592     0.3            0.33  0.7449     -12.17          -1.33 0.182      
 Age0:SexMen                        -0.04          -0.9  0.3708     -0.01      -0.77 0.4395      0          -0.01 0.9935     0              -0.19 0.8501     -0.14           -1.09 0.2773     
 RaceAfrAm:SexMen                   1.26           0.41  0.6799     -0.6       -1.25 0.2104      0.01       0.02  0.9836     0.61           0.7   0.4824     -14.12          -1.63 0.1024     
 PovStatBelow:SexMen                -3.97          -1.01 0.3142     -0.38      -0.62 0.5356      -0.29      -0.47 0.6352     0.57           0.5   0.6139     -1.62           -0.14 0.8849     
 Age0:RaceAfrAm:PovStatBelow        0.1            1.45  0.1477     -0.01      -0.5  0.6174      0          0.11  0.9086     -0.01          -0.36 0.7194     0.26            1.36  0.1743     
 Age0:RaceAfrAm:SexMen              0.02           0.35  0.7276     0.02       1.98  0.0482 *    0.01       0.94  0.3476     0              0.27  0.7862     0.14            0.82  0.4112     
 Age0:PovStatBelow:SexMen           0.07           0.84  0.4023     0.01       0.43  0.6688      0          0.15  0.8831     -0.02          -0.73 0.4649     0.06            0.26  0.7968     
 RaceAfrAm:PovStatBelow:SexMen      7.99           1.58  0.1148     0.98       1.24  0.216       1.03       1.3   0.1938     -1.22          -0.84 0.3986     7.05            0.49  0.6226     
 Age0:RaceAfrAm:PovStatBelow:SexMen -0.14          -1.37 0.1719     -0.02      -0.98 0.3286      -0.02      -1.07 0.284      0.03           0.96  0.3381     -0.16           -0.53 0.5963     
 Number of Observations (df)        2373(2357)                      2398(2382)                   2395(2379)                  2392(2376)                      2393(2377)                       

plot of chunk unnamed-chunk-9

plot of chunk unnamed-chunk-10

AfrAm: t(2377) = -3.31***, p-value = 0.0009638456
White: t(2377) = -0.39, p-value = 0.6952969


Yes Proportion

                Discrim03a Discrim03b Discrim03c Discrim03d Discrim03e Discrim04a Discrim04b Discrim04c Discrim04d Discrim04e Discrim04f
Age > 48        0.13937282  0.1970486  0.2204861 0.02864583 0.07812500 0.15043478 0.26324935  0.2814944 0.12239583 0.08774978 0.20312500
Age <= 48       0.12760835  0.2000000  0.2062600 0.02969502 0.08112450 0.13162119 0.24478331  0.2640449 0.11316212 0.09156627 0.25441413
PovStat = Below 0.15822785  0.2373418  0.2320675 0.03375527 0.11075949 0.15311510 0.29144667  0.3048523 0.14240506 0.12143611 0.27637131
PovStat = Above 0.11687414  0.1732229  0.2006897 0.02620690 0.05935128 0.13250518 0.22896552  0.2512077 0.10137931 0.06901311 0.19931034
Sex = Men       0.13467049  0.2070611  0.2030505 0.02097235 0.08015267 0.16125954 0.31267874  0.3136320 0.13536702 0.09837631 0.35557674
Sex = Women     0.13214551  0.1919941  0.2209044 0.03558191 0.07931801 0.12462908 0.20771513  0.2403561 0.10378058 0.08302446 0.13194959
Race = AfrAm    0.16460306  0.2672979  0.2794760 0.02838428 0.10924982 0.19227968 0.38864629  0.3988355 0.17685590 0.13483965 0.35152838
Race = White    0.09108717  0.1064453  0.1240234 0.03027344 0.04003906 0.07135875 0.07233627  0.1026393 0.03808594 0.02929688 0.06640625


TotalDiscrim05R

                    Mean Median       SD
Age > 48        37.83391     44 16.96726
Age <= 48       39.95173     54 15.88174
PovStat = Below 37.56296     38 16.41596
PovStat = Above 39.82873     54 16.40460
Sex = Men       37.46800     38 16.40252
Sex = Women     40.07429     54 16.39005
Race = AfrAm    34.62272     30 16.38985
Race = White    44.73725     54 14.63671


Correlations

                TotalDiscrim01 Discrim02a Discrim02b TotalDiscrim04 TotalDiscrim05R
TotalDiscrim01   1.000***       0.569***   0.595***   0.565***      -0.378***      
Discrim02a       0.569***       1.000***   0.800***   0.618***      -0.619***      
Discrim02b       0.595***       0.800***   1.000***   0.666***      -0.688***      
TotalDiscrim04   0.565***       0.618***   0.666***   1.000***      -0.521***      
TotalDiscrim05R -0.378***      -0.619***  -0.688***  -0.521***       1.000***